Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
DTU
Keywords
- User defined:
- Mathematical modeling
- Forecasting
- Integration of wind power
- Dynamic modelling of wind power
- Statistics
- Dynamic Systems
- Time Series Analysis
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Dive into the research topics where Henrik Madsen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Optimal price signal generation for demand-side energy management
Tohidi, S. S., Madsen, H., Calì, D. & Ritschel, T. K. S., 2025, In: Smart Energy. 17, 13 p., 100173.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile7 Downloads (Pure) -
Probabilistic Machine Learning for Enhanced Chiller Sequencing: A Risk-Based Control Strategy
Chen, Z., Zhang, J., Xiao, F., Madsen, H. & Xu, K., 2025, (Accepted/In press) In: Energy and Built Environment. 36 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access -
Probabilistic ultra-short-term solar photovoltaic power forecasting using natural gradient boosting with attention-enhanced neural networks
Song, Z., Xiao, F., Chen, Z. & Madsen, H., 2025, In: Energy and AI. 20, 14 p., 100496.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Downloads (Pure) -
Recent Trends in Demand-Side Flexibility
Madsen, H., Tohidi, S. S., Ebrahimy, R., Banaei, M., Ritschel, T. K. S. & Mahdavi, N., 2025, Proceedings of the 4th Energy Informatics Academy Conference, EI.A 2024. Springer, p. 167-184 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 15272 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Adaptive Flexibility Function in Smart Energy Systems: A Linearized Price-Demand Mapping Approach
Tohidi, S. S., Madsen, H., Tsaousoglou, G. & Ritschel, T. K. S., 2024, Proceedings of the 2024 European Control Conference (ECC). IEEE, p. 1315-1320Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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IEA DHC Annex TS9 - Digitalization of District Heating and Cooling: Improving Efficiency and Performance Through Data Integration.
Tunzi, M. (PI), Ebrahimy, R. (Project Participant), Madsen, H. (Project Participant) & Dominkovic, D. F. (PI)
02/01/2025 → 31/12/2027
Project: Research
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Energy management of energy flexibility assets in sports facilities
Siddique, M. T. (PhD Student), Li, R. (Main Supervisor), Madsen, H. (Supervisor) & Hamdy, M. (Supervisor)
01/12/2024 → 30/11/2027
Project: PhD
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Applications of Stochastic Differential Equations for Energy Systems
Rønlev-Knudsen, T. (PhD Student), Madsen, H. (Main Supervisor) & Thygesen, U. H. (Supervisor)
01/10/2024 → 30/09/2027
Project: PhD
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SEEDS: SEEDS - Cost-effective and replicable RES-integrated electrified heating and cooling systems for improved energy efficiency and demand response
Assentoft, D. (Project Participant), Li, R. (PI), Ebrahimy, R. (Project Manager), Greplova, L. (Project Participant) & Madsen, H. (Project Participant)
01/01/2024 → 31/12/2027
Project: Research
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Flexible Energy Management for Buildings and Districts
Cui, J. (PhD Student), Li, R. (Main Supervisor) & Madsen, H. (Supervisor)
01/11/2023 → 31/10/2026
Project: PhD
Activities
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Data centers for grid support and energy storage optimization
Ziras, H. (Main supervisor), Calearo, L. (Supervisor), Madsen, H. (Supervisor) & Rohde, G. (External examiner)
2024Activity: Examinations and supervision › Supervisor activities
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CITIES workshop in Zagreb
Dominkovic, D. F. (Organizer) & Madsen, H. (Organizer)
3 Apr 2019 → 4 Apr 2019Activity: Attending an event › Participating in or organising workshops, courses, seminars etc.
File -
Cities research for District Heating Innovation
Heller, A. (Speaker) & Madsen, H. (Speaker)
6 Mar 2017Activity: Talks and presentations › Conference presentations
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A Stochastic Method to Manage Delay and Missing Values for In-Situ Sensors in an Alternating Activated Sludge Process
Stentoft, P. A. (Speaker), Møller, J. K. (Other), Madsen, H. (Other), Mikkelsen, P. S. (Other) & Munk-Nielsen, T. (Other)
13 Jun 2017Activity: Talks and presentations › Conference presentations
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Press/Media
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Digitalt fundament for fremtidens energi nødvendigt
29/10/2021
1 Media contribution
Press/Media: Press / Media
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Forsknings- og uddannelsesministeren på besøg hos batteriforskere på DTU
Vegge, T., Hjelm, J., Kibsgaard, J. & Madsen, H.
09/10/2018
1 Media contribution
Press/Media: Press / Media